Patients receive bevacizumab IV over 30-90 minutes once every other week and vinorelbine IV over 6-10 minutes once weekly for 8 weeks. Treatment repeats every 8 weeks for 4 courses in the absence of disease progression or unacceptable toxicity. Patients with complete or partial response or stable disease after completion of the fourth course may receive additional courses of concurrent bevacizumab and vinorelbine administered once every other week or may continue therapy on the schedule as above.